Heteroscedastic Bayesian Optimisation in Numpy
☆24Feb 15, 2023Updated 3 years ago
Alternatives and similar repositories for Heteroscedastic-BO
Users that are interested in Heteroscedastic-BO are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Modelling the Multiwavelength Variability of Mrk-335 using Gaussian processes☆12May 30, 2022Updated 4 years ago
- Exploring how to to deal with uncertain inputs with gaussian process regression models.☆27Apr 16, 2021Updated 5 years ago
- Code to accompany the paper "Constrained Bayesian Optimisation for Automatic Chemical Design" https://pubs.rsc.org/en/content/articlehtml…☆51Dec 8, 2022Updated 3 years ago
- The repository contains code for the project "Explain the uncertain: Stochastic Shapley Values for Gaussian Process Models"☆17Jul 30, 2024Updated last year
- ☆15Jun 18, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆10Jun 16, 2020Updated 6 years ago
- Stochastic variational heteroscedastic Gaussian process☆15Mar 29, 2019Updated 7 years ago
- Library for training Gaussian Processes on Molecules☆36Jan 28, 2022Updated 4 years ago
- AROPS: A Framework of Automated Reaction Optimization with Parallelized Scheduling☆11Feb 28, 2023Updated 3 years ago
- A random forest☆52Feb 18, 2025Updated last year
- A study of reinforcement learning algorithms for fed-batch bioprocessesing☆15Mar 12, 2020Updated 6 years ago
- Python function that performs a balanced cut-tree of a SciPy linkage matrix☆13Jul 19, 2023Updated 2 years ago
- Multiplicative Normalizing Flows in PyTorch.☆25Nov 3, 2025Updated 7 months ago
- (inactive) A web application client for chemical data analysis and visualization.☆18Jun 22, 2022Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- A library to benchmark reinforcement learning algorithms☆21Apr 18, 2018Updated 8 years ago
- Efficient visualization of particle data supporting several rendering engines.☆15Dec 10, 2021Updated 4 years ago
- Gaussian Online Processes for Python☆19Jan 5, 2025Updated last year
- Gaussian Process Regression Network code☆13Sep 3, 2013Updated 12 years ago
- Zooming Memory Based Initialization (ZoMBI) algorithm for discovery of optima within challenging needle-in-a-haystack (extreme data imbal…☆19Feb 14, 2024Updated 2 years ago
- Provides a heteroscedastic noise latent for a sparse variational Gaussian process using GPflow☆13Nov 11, 2020Updated 5 years ago
- Code and Data for "Large Language Models for Inorganic Synthesis Prediction"☆34Sep 4, 2024Updated last year
- R codes for generating candidates of novel polymers with high thermal conductivity using iqspr (R package)☆15Jan 22, 2019Updated 7 years ago
- GPyTorch Implementation of Online Sparse Gaussian Process Regression☆11Apr 7, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Physics informed Bayesian network + autoencoder for matching process / variable / performance in solar cells.☆32Aug 18, 2021Updated 4 years ago
- ☆24Jun 23, 2021Updated 5 years ago
- Multiobjective active learning with tunable accuracy/efficiency tradeoff and clear stopping criterion.☆42Mar 20, 2025Updated last year
- Code repository for Ensemble Bayesian Optimization☆61Jul 18, 2019Updated 6 years ago
- Guarantees on the behavior of neural networks don't always have to come at the cost of performance.☆30Oct 12, 2022Updated 3 years ago
- Recyclable Gaussian Processes☆11Dec 8, 2022Updated 3 years ago
- Released code for ICDM 2016 Budgeted Batch Bayesian Optimization☆10Feb 11, 2019Updated 7 years ago
- Chirp instantaneous frequency estimation using stochastic differential equation Gaussian processes☆13Oct 30, 2024Updated last year
- InsightGraph: A Visual Journey through Materials Articles☆18Jul 20, 2023Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆19Aug 4, 2024Updated last year
- Repository for the paper "Bayesian Model Selection of Lithium-Ion Battery Models via Bayesian Quadrature"☆14Apr 3, 2024Updated 2 years ago
- Code for the paper "Randomly pivoted Cholesky: Practical approximation of a kernel matrix with few entry evaluations"☆35Dec 4, 2025Updated 6 months ago
- Safe learning of regions of attraction in uncertain, nonlinear systems with Gaussian processes☆39Nov 30, 2019Updated 6 years ago
- ☆16Jan 8, 2022Updated 4 years ago
- code for the ICML2018 paper "Batch Bayesian Optimization via Multi-objective Acquisition Ensemble for Automated Analog Circuit Design"☆30Jul 9, 2018Updated 7 years ago
- parameterizing valid Euclidean distance matrices (EDMs) via neural networks☆19Oct 18, 2019Updated 6 years ago